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Deep Reinforcement Learning

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Showing 1751–1800 of 5822 papers

TitleStatusHype
Emergency Caching: Coded Caching-based Reliable Map Transmission in Emergency Networks—0
Model Free Deep Deterministic Policy Gradient Controller for Setpoint Tracking of Non-minimum Phase Systems—0
Model-based deep reinforcement learning for accelerated learning from flow simulationsCode0
Rate Splitting Multiple Access-Enabled Adaptive Panoramic Video Semantic Transmission—0
Scalable Volt-VAR Optimization using RLlib-IMPALA Framework: A Reinforcement Learning ApproachCode0
A priori Estimates for Deep Residual Network in Continuous-time Reinforcement Learning—0
Combining Transformer based Deep Reinforcement Learning with Black-Litterman Model for Portfolio Optimization—0
SHM-Traffic: DRL and Transfer learning based UAV Control for Structural Health Monitoring of Bridges with Traffic—0
Quantum Circuit Optimization with AlphaTensor—0
Synthesis of Hierarchical Controllers Based on Deep Reinforcement Learning Policies—0
Mastering the Game of Guandan with Deep Reinforcement Learning and Behavior Regulating—0
Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention StrategiesCode0
Discovering Behavioral Modes in Deep Reinforcement Learning Policies Using Trajectory Clustering in Latent Space—0
Deep Hedging with Market Impact—0
Antifragile Perimeter Control: Anticipating and Gaining from Disruptions with Reinforcement Learning—0
Joint mode switching and resource allocation in wireless-powered RIS-aided multiuser communication systems—0
Revisiting Data Augmentation in Deep Reinforcement LearningCode0
In value-based deep reinforcement learning, a pruned network is a good network—0
A novel framework for adaptive stress testing of autonomous vehicles in highways—0
Optimal Parallelization Strategies for Active Flow Control in Deep Reinforcement Learning-Based Computational Fluid Dynamics—0
Deep Reinforcement Learning Based Toolpath Generation for Thermal Uniformity in Laser Powder Bed Fusion Process—0
SINR-Aware Deep Reinforcement Learning for Distributed Dynamic Channel Allocation in Cognitive Interference Networks—0
Surpassing legacy approaches to PWR core reload optimization with single-objective Reinforcement learning—0
Risk-Sensitive Soft Actor-Critic for Robust Deep Reinforcement Learning under Distribution ShiftsCode0
Aligning Crowd Feedback via Distributional Preference Reward Modeling—0
Enhancing Courier Scheduling in Crowdsourced Last-Mile Delivery through Dynamic Shift Extensions: A Deep Reinforcement Learning Approach—0
Revisiting Experience Replayable Conditions—0
Exploiting Estimation Bias in Clipped Double Q-Learning for Continous Control Reinforcement Learning Tasks—0
Single-Reset Divide & Conquer Imitation Learning—0
DRL-Based Orchestration of Multi-User MISO Systems with Stacked Intelligent Metasurfaces—0
Learning-enabled Flexible Job-shop Scheduling for Scalable Smart Manufacturing—0
Learning Interpretable Policies in Hindsight-Observable POMDPs through Partially Supervised Reinforcement Learning—0
Uncertainty-Aware Transient Stability-Constrained Preventive Redispatch: A Distributional Reinforcement Learning Approach—0
FGeo-DRL: Deductive Reasoning for Geometric Problems through Deep Reinforcement LearningCode0
LL-GABR: Energy Efficient Live Video Streaming Using Reinforcement Learning—0
Deep Reinforcement Learning for Controlled Traversing of the Attractor Landscape of Boolean Models in the Context of Cellular ReprogrammingCode0
Solving Deep Reinforcement Learning Tasks with Evolution Strategies and Linear Policy NetworksCode0
Towards Fair and Firm Real-Time Scheduling in DNN Multi-Tenant Multi-Accelerator Systems via Reinforcement Learning—0
Attention-Enhanced Prioritized Proximal Policy Optimization for Adaptive Edge Caching—0
Scaling Artificial Intelligence for Digital Wargaming in Support of Decision-Making—0
Intelligent Mode-switching Framework for Teleoperation—0
Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning—0
Decision Theory-Guided Deep Reinforcement Learning for Fast LearningCode0
Scaling Intelligent Agents in Combat Simulations for Wargaming—0
A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks—0
Analyzing Adversarial Inputs in Deep Reinforcement Learning—0
A computational approach to visual ecology with deep reinforcement learning—0
Language-Based Augmentation to Address Shortcut Learning in Object Goal NavigationCode0
Compressing Deep Reinforcement Learning Networks with a Dynamic Structured Pruning Method for Autonomous Driving—0
Collaborative Computing in Non-Terrestrial Networks: A Multi-Time-Scale Deep Reinforcement Learning Approach—0
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